๐ ๐ Smart media tagging for Nextcloud: recognizes faces, objects, landscapes, music genres
โก Executive Summary & Quick Facts
Authoritative Sourcerecognize is recognize is an open-source project written in PHP: ๐ ๐ Smart media tagging for Nextcloud: recognizes faces, objects, landscapes, music genres..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), nextcloud/recognize has accumulated 700 GitHub stars and 70 forks. It is written in PHP, licensed under AGPL-3.0, and ranks #9,187 globally. It is actively maintained with the latest commit recorded on Nov 1, 2026.”
| Repository | nextcloud/recognize โ |
|---|---|
| Primary Category | ai |
| Language & Stack | PHP |
| Software License | AGPL-3.0 |
| Community Traction | โ 700 stars ยท โ 70 forks ยท #9,187 globally |
| Maintenance | โ Active (Last commit: Nov 1, 2026) ยท 156 open issues |
| Target Audience | Developers and engineering teams building with PHP, seeking reliable, tested, and actively maintained tooling for production workloads. |
๐ก๏ธ Repository Maintenance & Health Audit (2026)
Health Score: 93/100 ยท Grade A+Yes, recognize is actively maintained. Continuous telemetry recorded the last code commit on Nov 1, 2026 (1 days ago). Supported by 700 stars and 70 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+18
STARS ยท LAST 30 DAYS
1
PER DAY
#579
MOST-STARRED PHP
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +18 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
recognize gained 18 stars in the last 30 days, about 1 a day, and now has 700. It is about 6 years old and has averaged roughly 117 stars a year. It ranks #579 among PHP repositories and #9,187 across all languages on GitHubRepo.
Trending Record
14
DAYS ON TRENDING
#8548
BEST RANK
Oct 17, 2026
FIRST APPEARANCE
Active
STATUS TODAY
recognize has maintained a continuous presence across global trending indexes, peaking at #8548. Below is the 30-day activity profile:
๐ก Overview
recognize is an open-source project written in PHP: ๐ ๐ Smart media tagging for Nextcloud: recognizes faces, objects, landscapes, music genres.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ai, face-recognition, machine-learning. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
โก Key Features
Optimized execution pipeline written in PHP for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
๐ฅ Installation
$ git clone https://github.com/nextcloud/recognize.git
cd recognizeโ System Requirements
Platforms
- โข macOS
- โข Linux
- โข Windows
Runtime & Dependencies
PHP >= 8.2 with Composer
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
๐ง How It Works
recognize coordinates its core functionality through a modular PHP pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
๐ฏ Production Use Cases
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with recognize.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
๐ Getting Started
Install recognize using your package manager: `git clone https://github.com/nextcloud/recognize.git`
Initialize your project workspace or configuration file for recognize.
Import recognize into your codebase or invoke it directly from your terminal.
Execute your test suite or run `recognize --help` to verify successful setup.
๐ Strengths
โ ๏ธ Considerations
โ Alternatives & Direct Competitors
๐ฅ Who Should Use This
Developers and engineering teams building with PHP, seeking reliable, tested, and actively maintained tooling for production workloads.
๐ Nearby in the Rankings
nextcloud/recognize is currently ranked #9,187 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #9,180 | spatie/laravel-queueable-action | PHP | โ 701 | Compare โ |
| #9,180 | C24Be/AS_Network_List | Python | โ 701 | Compare โ |
| #9,180 | karl-zylinski/karl2d | Odin | โ 701 | Compare โ |
| #9,180 | ranaldsgift/KefinTweaks | JavaScript | โ 701 | Compare โ |
| #9,180 | tsunehimatoi/psd2live | Kotlin | โ 701 | Compare โ |
| #9,187 | nextcloud/recognize This Project | PHP | โ 700 | |
| #9,187 | ruby2d/ruby2d | Ruby | โ 700 | Compare โ |
| #9,187 | alcohol/iso3166 | PHP | โ 700 | Compare โ |
| #9,187 | Reaparr/Reaparr | C# | โ 700 | Compare โ |
| #9,187 | supabase/supabase-csharp | C# | โ 700 | Compare โ |
| #9,187 | fedimint/fedimint | Rust | โ 700 | Compare โ |
Frequently Asked Questions
What does recognize do? +
๐ ๐ Smart media tagging for Nextcloud: recognizes faces, objects, landscapes, music genres
Is recognize actively maintained in 2026? +
Yes, recognize is actively maintained. The latest code push was recorded on Nov 1, 2026 (1 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 700 stars and 156 open issues.
What language is recognize written in? +
The primary language is PHP. Topics include: ai, face-recognition, machine-learning, media-services, music.
How many stars does recognize have? +
recognize has 700 stars and 70 forks on GitHub.
How does recognize rank among GitHub repositories? +
With 700 stars, nextcloud/recognize is ranked #9,187 globally across all repositories tracked on GitHubRepo and #579 among PHP projects.
What license is recognize distributed under? +
The repository reports a AGPL-3.0 license. Always verify the repository LICENSE file for legal terms.
